{"id":"W1961570053","doi":"10.1001/jamaoncol.2015.1333","title":"Genomic Profiling","year":2015,"lang":"en","type":"letter","venue":"JAMA Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Leukemia and Lymphoma Society; Damon Runyon Cancer Research Foundation; National Cancer Institute; National Science Foundation; Prostate Cancer Foundation; Weill Cornell Medical College; U.S. Department of Defense","keywords":"Humanities; Philosophy; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002645887,0.0002986421,0.0003963054,0.00007607253,0.00004952543,0.00004901999,0.0004378931,0.00222898,0.00004609633],"category_scores_gemma":[0.0002660822,0.0003125268,0.0001586702,0.00004934828,0.0001122766,0.000001437229,0.0003579726,0.0009670521,0.0001810156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002661952,"about_ca_system_score_gemma":0.001530209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004892735,"about_ca_topic_score_gemma":0.00005106293,"domain_scores_codex":[0.9983632,0.0001061139,0.0003176161,0.0005963084,0.0001447231,0.0004720444],"domain_scores_gemma":[0.9988031,0.00006065166,0.0002254871,0.0006054534,0.0002072327,0.00009806037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005318608,0.00002234166,0.0001417058,0.00003355271,0.00008083582,0.0002212902,0.00001554611,0.00002425955,0.013695,0.00002338894,0.9805446,0.005144264],"study_design_scores_gemma":[0.0007236595,0.0006797093,0.00003752895,0.000008178799,0.00006008635,0.0001147834,0.00001454481,0.00001357563,0.003065457,0.0003022114,0.9946165,0.0003637589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03299537,0.008252794,0.0003333609,0.8667103,0.005828041,0.001035859,0.0008121298,0.00005969057,0.08397242],"genre_scores_gemma":[0.001523843,0.0009000147,0.002561157,0.9536799,0.03015855,0.000121191,0.004544117,0.0001321645,0.006379109],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08696953,"threshold_uncertainty_score":0.9999327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064986248488469,"score_gpt":0.2834884757628391,"score_spread":0.2628386132779544,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}